Python Institute PCED - Certified Entry-Level Data Analyst with Python : PCED-30-02 valid dumps

PCED-30-02 real exams

Exam Code: PCED-30-02

Exam Name: PCED - Certified Entry-Level Data Analyst with Python

Updated: Oct 29, 2026

Q & A: 52 Questions and Answers

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Python Institute PCED-30-02 Exam Syllabus Topics:

SectionWeightObjectives
Python Basics for Data Analysis32.5%- Core Python syntax and data types
  • 1. Lists, tuples, sets, dictionaries
  • 2. Variables, numbers, strings, booleans
- Control flow and functions
  • 1. Conditional statements, loops, iteration
  • 2. Defining and calling functions, parameters, return values
  • 3. Basic exception handling
- Introduction to NumPy
  • 1. Arrays, basic operations, indexing, slicing
- Built-in modules for data work
  • 1. math, statistics, datetime, collections, csv
Working with Data and Performing Simple Analysis25%- Data cleaning and preparation
  • 1. Filtering, sorting, transforming data
  • 2. Formatting and standardizing values
  • 3. Handling missing values, duplicates, and errors
- Data aggregation and grouping
  • 1. Summarizing and grouping datasets
- Data acquisition and loading
  • 1. Reading text, CSV, and structured files
  • 2. Importing data from external sources
- Exploratory data analysis
  • 1. Identifying patterns, trends, and outliers
  • 2. Calculating mean, median, mode, range, variance, standard deviation
Introduction to Data and Data Analysis Concepts22.5%- Data types and measurement scales
  • 1. Qualitative vs quantitative data
  • 2. Nominal, ordinal, interval, ratio scales
- Data lifecycle and ethical considerations
  • 1. Privacy, security, bias, and fairness in data
  • 2. Data collection, storage, processing, usage, and sharing
- Basic statistical concepts
  • 1. Descriptive vs inferential statistics
  • 2. Population, sample, variable, observation
- Definition and classification of data
  • 1. Difference between data, information, and knowledge
  • 2. Process of turning raw data into insights
  • 3. Role of data in decision-making and business
Data Visualization and Communication20%- Creating basic visualizations
  • 1. Using text and simple plotting tools
  • 2. Line charts, bar charts, histograms, pie charts
- Interpreting and presenting results
  • 1. Deriving conclusions and insights
  • 2. Reporting findings clearly and concisely
- Principles of effective data visualization
  • 1. Clarity, simplicity, and accuracy
  • 2. Choosing appropriate chart types

Python Institute PCED - Certified Entry-Level Data Analyst with Python Sample Questions:

Question #1

A Python developer is testing truth values of different data types using the bool() function. The expression bool([0]) is evaluated in the script. What result should be expected when this expression is printed?

  • A. Error
  • B. None
  • C. True
  • D. False
Reveal Solution  Discussion  0

Correct Answer: C  🗳️

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Question #2

A script defines a variable x = None and checks its truth value using a conditional statement. The developer wants to understand how Python evaluates None in Boolean contexts. What will bool(x) return?

  • A. Error
  • B. None
  • C. True
  • D. False
Reveal Solution  Discussion  0

Correct Answer: D  🗳️

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Question #3

A script attempts to divide two numbers using / and //. The values are 7 and 2. The developer wants to understand the difference between true division and floor division. What are the results respectively?

  • A. 3 and 4
  • B. 4 and 3
  • C. 3.5 and 3
  • D. 3 and 3.5
Reveal Solution  Discussion  0

Correct Answer: C  🗳️

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Question #4

You are writing a function named process_data()to read and process numerical input from a file. The function must:
- read the file data.txt,
- attempt to convert the first line into an integer,
- handle file, conversion, or index-related exceptions,
- print the value only if no error occurs,
- and always print a final message after execution.
Which implementation correctly and robustly meets all these conditions? Select the best answer.

  • A.
  • B.
  • C.
Reveal Solution  Discussion  0

Correct Answer: B  🗳️

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Question #5

Which of the following statements about Python functions are correct? (Choose two.)

  • A. If a function does not contain a returnstatement, it returns Noneby default.
  • B. passexecutes the function body and returns its result.
  • C. Positional arguments must be passed in the order defined, while keyword arguments can be passed in any order using their parameter names.
  • D. Functions can only return numeric values or strings.
  • E. A function cannot call itself or be passed as an argument to itself.
  • F. Default parameters must always come before required ones in the parameter list.
Reveal Solution  Discussion  0

Correct Answer: A,C  🗳️

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